Natural Language Processing

Text Classification through Glyph-aware Disentangled Character Embedding and Semantic Sub-character Augmentation

Proc. of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing: Student Research Workshop

AraDIC: Arabic Document Classification using Image-Based Character Embeddings and Class-Balanced Loss

Proc. of the 58th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop

解釈可能な敵対的摂動を用いた頑健な注意機構の学習

言語処理学会第 26 回年次大会, 2020.

文字単位の解釈可能な潜在表現のdata augmentation

言語処理学会第 26 回年次大会, 2020.

Image-based Character Embedding for Arabic Document Classification

言語処理学会第 26 回年次大会, 2020.

Script-aware embedding を用いた文字表現の獲得

言語処理学会第 26 回年次大会, 2020.

Image Based Character Embeddings for Arabic Document Classification

NLP 若手の会 (YANS) 第 14 回シンポジウム, 2019.

日本語の文字体系を考慮した文書分類モデルの提案

NLP 若手の会 (YANS) 第 14 回シンポジウム, 2019.

広告クリエイティブ自動生成にむけたマルチタスク学習と Conditional Attention による CVR 予測

言語処理学会第 25 回年次大会, 2019.

End-to-End Text Classification via Image-based Embedding using Character-level Networks

Proc. of IEEE Applied Imagery Pattern Recognition (AIPR) 2018 Workshop